pullfrog

Pullfrog is an open-source, model-agnostic GitHub bot that runs entirely within GitHub Actions, allowing developers to bring their own API keys (BYOK) to automate code review and pull request tasks. It is designed for engineering teams who want flexible, self-hosted AI assistance without vendor lock-in or sending code to third-party services. The project is interesting because it combines cost control, privacy, and customizability by letting users choose any supported AI model while operating seamlessly inside their existing CI/CD pipeline.